Spatial distribution and environmental correlations of Culex pipiens pallens (Diptera: Culicidae) in Haidian district, Beijing.

Meide Liu, Yong Zhang, Qiuhong Li, Xiaojie Zhou, Ting Yan, Jing Li, Hongjiang Zhang, Lei Wang, Guangwen Wang, Ruoxi Li, Ying Tong, Xiaopeng Zeng
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Abstract

Culex pipiens pallens Coquillett, 1898 (Diptera: Culicidae) was the dominant health threat to mosquito species in Beijing, and it is important to unravel the spatial distribution and environmental correlations of Cx. pipiens pallens in Beijing. 3S technology methods and spatial statistics were used to clarify the distribution pattern. Subsequently, linear and spatial regression were performed to detect the environmental factors linked with the density of Cx. pipiens pallens. The same "middle peak" spatial distribution pattern was observed for Cx. pipiens pallens density at the community, subdistrict, and loop area levels in our study area. In addition, there were various correlated environmental factors at the community and subdistrict scales. At the community scale, the summary values of the Modified Normalized Difference Water Index (MNDWI) in 2 km buffer zone (MNDWI_2K) were negatively correlated, and the summary values of Normalized Difference Built-up Index (NDBI) in 800 m buffer zone (NDBI_800) was positively correlated to the Cx. pipiens pallens density. However, the summary values of Normalized Difference Vegetation Index and Nighttime Light Index significantly affected Cx. pipiens pallens density at the subdistrict scale. Our findings provide insight into the spatial distribution pattern of Cx. pipiens pallens density and its associated environmental risk factors at different spatial scales in the Haidian district of Beijing for the first time. The results could be used to predict the Cx. pipiens pallens density as well as the risk of lymphatic filariasis (LF) infection, which would help implement prevention and control measures to prevent future risks of biting and LF transmission in Beijing.

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北京市海淀区库蚊(双翅目:蚤科)的空间分布与环境相关性。
Culex pipiens pallens Coquillett, 1898 (Diptera: Culicidae)是北京地区最主要的威胁健康的蚊子种类。研究采用了 3S 技术方法和空间统计方法来阐明其分布模式。随后,进行线性回归和空间回归,以检测与苍蝇密度相关的环境因素。在我们的研究区域中,琵雅蛇密度在社区、分区和环区层面都呈现出相同的 "中间峰 "空间分布模式。此外,在群落和分区尺度上还存在各种相关的环境因子。在群落尺度上,2 千米缓冲区内的修正归一化差异水指数(MNDWI)摘要值(MNDWI_2K)与苍蛇密度呈负相关,800 米缓冲区内的归一化差异积聚指数(NDBI)摘要值(NDBI_800)与苍蛇密度呈正相关。然而,归一化植被指数和夜间光照指数的汇总值对分区尺度上的苍蝇密度有显著影响。我们的研究结果首次揭示了北京市海淀区不同空间尺度上苍蝇密度的空间分布模式及其相关环境风险因子。这些结果可用于预测苍蝇密度和淋巴丝虫病(LF)感染风险,有助于实施预防和控制措施,防止北京未来的叮咬和LF传播风险。
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